Generative AI
Generative AI is only valuable when it's tightly integrated with your data and workflows. We design and build bespoke LLM applications — from internal knowledge assistants to customer-facing AI — that are grounded in your business context, governed by your policies, and measurably better than off-the-shelf tools.
Our work spans the full generative AI stack: model selection and fine-tuning, retrieval-augmented generation, prompt engineering, evaluation frameworks, and guardrails. We've built private corporate GPTs for regulated industries, AI document processing pipelines that cut review time dramatically, and agentic systems that complete multi-step tasks autonomously.
WHAT WE DELIVER
Concrete outputs, not just advice
Custom Corporate GPTs
Private, hosted LLM deployments trained or fine-tuned on your internal data — accessible to your team without leaking proprietary information to public models.
RAG Knowledge Assistants
Retrieval-augmented generation systems that ground LLM responses in your documents, databases, and knowledge bases for accurate, citable answers.
LLM Fine-Tuning
Domain-specific fine-tuning of open-source and commercial models to improve accuracy, reduce hallucinations, and align tone with your brand.
Agentic AI Workflows
Multi-step autonomous agents that can browse, retrieve, write, execute code, and take actions across your tools — with human-in-the-loop controls where needed.
AI Document Processing
Intelligent extraction, classification, and summarisation pipelines that turn unstructured documents — contracts, reports, forms — into structured, actionable data.
Evaluation & Guardrails
LLM evaluation frameworks, red-teaming, and safety guardrails to ensure your AI behaves correctly, consistently, and within defined boundaries.
USE CASES
Where we've delivered
Contract analysis reducing review time by 65%
Built a RAG-powered contract review assistant for a law firm that extracts key clauses, flags risks, and generates summaries aligned with jurisdiction-specific criteria.
GenAI analytics platform for Perch Insights
Delivered an AI-powered platform that analyses call transcripts, surfaces agent performance insights, and generates automated coaching recommendations at scale.
Causal AI for campaign management at Senzai
Implemented a causal AI system and built a campaign management data platform that separates correlation from causation in marketing attribution.
Private corporate knowledge assistant deployed in 6 weeks
Deployed a secure, on-premises RAG assistant over a 50,000-document knowledge base that cut internal research time by half for a global enterprise client.
TOOLS & TECHNOLOGIES